online learning

1770 papers

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Also known as

OLO OL

Co-occurring keywords

regret bound (1918) multi-armed bandit (1091) stochastic optimization (1060) regret minimization (315) contextual bandit (379) reinforcement learning (4122) online algorithm (444) convex optimization (1320) adversarial learning (1592) continual learning (1164)

Papers

Sample Efficient Reinforcement Learning with Partial Dynamics Knowledge AAAI 2024

Lower Bounds for Differential Privacy Under Continual Observation and Online Threshold Queries COLT 2024

Apple Tasting: Combinatorial Dimensions and Minimax Rates COLT 2024

Caravan: Practical Online Learning of In-Network ML Models with Labeling Agents OSDI 2024

LIONs: An Empirically Optimized Approach to Align Language Models EMNLP 2024

BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment EMNLP 2024

Online Calibrated and Conformal Prediction Improves Bayesian Optimization AISTATS 2024

Online learning in bandits with predicted context AISTATS 2024

Online Learning in Contextual Second-Price Pay-Per-Click Auctions AISTATS 2024

Bayesian Online Learning for Consensus Prediction AISTATS 2024

Online Learning of Decision Trees with Thompson Sampling AISTATS 2024

MoML: Online Meta Adaptation for 3D Human Motion Prediction CVPR 2024

Online Learning of Capacity-Based Preference Models IJCAI 2024

Nature-Inspired Local Propagation NIPS 2024

Online Classification with Predictions NIPS 2024

When Is Inductive Inference Possible? NIPS 2024

JumpCoder: Go Beyond Autoregressive Coder via Online Modification ACL 2024

Contextual Bandits with Budgeted Information Reveal AISTATS 2024

On the Necessity of Collaboration for Online Model Selection with Decentralized Data NIPS 2024

On the Performance of Empirical Risk Minimization with Smoothed Data COLT 2024

Oracle-Efficient Hybrid Online Learning with Unknown Distribution COLT 2024

Molecule Design by Latent Prompt Transformer NIPS 2024

Learning in Online Principal-Agent Interactions: The Power of Menus AAAI 2024

A Near-optimal Algorithm for Learning Margin Halfspaces with Massart Noise NIPS 2024

Continuous Prediction with Experts' Advice JMLR 2024